{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Comparison of PyBaMM and COMSOL Discharge Curves"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this notebook we compare the discharge curves obtained by solving the DFN model both in PyBaMM and COMSOL. Results are presented for a range of C-rates, and we see an excellent agreement between the two implementations. If you would like to compare internal variables please see the script [compare_comsol_DFN](https://github.com/pybamm-team/PyBaMM/blob/develop/examples/scripts/compare_comsol/compare_comsol_DFN.py) which creates a slider plot comparing potentials and concentrations as functions of time and space for a given C-rate. For more information on the DFN model, see the [DFN notebook](https://github.com/pybamm-team/PyBaMM/blob/develop/docs/source/examples/notebooks/models/DFN.ipynb)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First we need to import pybamm, and then change our working directory to the root of the pybamm folder."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-09-16T18:29:52.808793Z",
     "start_time": "2023-09-16T18:29:52.652390Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n"
     ]
    }
   ],
   "source": [
    "%pip install \"pybamm[plot,cite]\" -q    # install PyBaMM if it is not installed\n",
    "import json\n",
    "import os\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "import pybamm\n",
    "\n",
    "os.chdir(pybamm.__path__[0] + \"/..\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We then create a dictionary of the C-rates we would like to solve for and compare. Note that the repository currently only contains COMSOL results for the C-rates listed below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-09-16T18:29:52.814163Z",
     "start_time": "2023-09-16T18:29:52.810Z"
    }
   },
   "outputs": [],
   "source": [
    "C_rates = {\"01\": 0.1, \"05\": 0.5, \"1\": 1, \"2\": 2, \"3\": 3}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We get the DFN model equations, geometry, and default parameters. Before processing the model, we adjust the electrode height and depth to be 1 m, and also adjust the electrode conductivities, to match the one-dimensional model we solved in COMSOL. The model is then processed using the default geometry and updated parameters. Finally, we create a mesh and discretise the model. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-09-16T18:29:53.239553Z",
     "start_time": "2023-09-16T18:29:53.042900Z"
    }
   },
   "outputs": [],
   "source": [
    "# load model and geometry\n",
    "model = pybamm.lithium_ion.DFN()\n",
    "geometry = model.default_geometry\n",
    "data_loader = pybamm.DataLoader()\n",
    "\n",
    "# load parameters and process model and geometry\n",
    "param = model.default_parameter_values\n",
    "param.update(\n",
    "    {\n",
    "        \"Electrode width [m]\": 1,\n",
    "        \"Electrode height [m]\": 1,\n",
    "        \"Negative electrode conductivity [S.m-1]\": 126,\n",
    "        \"Positive electrode conductivity [S.m-1]\": 16.6,\n",
    "        \"Current function [A]\": \"[input]\",\n",
    "    }\n",
    ")\n",
    "param.process_model(model)\n",
    "param.process_geometry(geometry)\n",
    "\n",
    "# create mesh\n",
    "var_pts = {\"x_n\": 31, \"x_s\": 11, \"x_p\": 31, \"r_n\": 11, \"r_p\": 11}\n",
    "mesh = pybamm.Mesh(geometry, model.default_submesh_types, var_pts)\n",
    "\n",
    "# discretise model\n",
    "disc = pybamm.Discretisation(mesh, model.default_spatial_methods)\n",
    "disc.process_model(model);"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We create the figure by looping over the dictionary of C-rates. In each step of the loop we load the COMSOL results from a .csv file and solve the DFN model in pybamm. The output variables are then processed, allowing us to plot the discharges curve computed using pybamm and COMSOL, and their absolute difference.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-09-16T18:29:54.214804Z",
     "start_time": "2023-09-16T18:29:53.240926Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x800 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# create figure\n",
    "fig, ax = plt.subplots(figsize=(15, 8))\n",
    "plt.tight_layout()\n",
    "plt.subplots_adjust(left=-0.1)\n",
    "discharge_curve = plt.subplot(211)\n",
    "plt.xlim([0, 26])\n",
    "plt.ylim([3.2, 3.9])\n",
    "plt.xlabel(r\"Discharge Capacity (Ah)\")\n",
    "plt.ylabel(\"Voltage (V)\")\n",
    "plt.title(r\"Comsol $\\cdots$ PyBaMM $-$\")\n",
    "voltage_difference_plot = plt.subplot(212)\n",
    "plt.xlim([0, 26])\n",
    "plt.yscale(\"log\")\n",
    "plt.grid(True)\n",
    "plt.xlabel(r\"Discharge Capacity (Ah)\")\n",
    "plt.ylabel(r\"$\\vert V - V_{comsol} \\vert$\")\n",
    "colors = iter(plt.cycler(color=\"bgrcmyk\"))\n",
    "\n",
    "# loop over C_rates dict to create plot\n",
    "for key, C_rate in C_rates.items():\n",
    "    # load the comsol results\n",
    "    comsol_results_path = pybamm.get_parameters_filepath(\n",
    "        data_loader.get_data(f\"comsol_{key}C.json\"),\n",
    "    )\n",
    "\n",
    "    comsol_variables = json.load(open(comsol_results_path, \"rb\"))\n",
    "\n",
    "    comsol_time = np.array(comsol_variables[\"time\"])\n",
    "    comsol_voltage = np.array(comsol_variables[\"voltage\"])\n",
    "\n",
    "    # update current density\n",
    "    current = 24 * C_rate\n",
    "\n",
    "    # solve model at comsol times\n",
    "    solver = pybamm.IDAKLUSolver()\n",
    "    t_eval = [comsol_time[0], comsol_time[-1]]\n",
    "    solution = solver.solve(model, t_eval, inputs={\"Current function [A]\": current})\n",
    "    time_in_seconds = comsol_time\n",
    "    # discharge capacity\n",
    "    discharge_capacity = solution[\"Discharge capacity [A.h]\"]\n",
    "    discharge_capacity_sol = discharge_capacity(time_in_seconds)\n",
    "    comsol_discharge_capacity = comsol_time * current / 3600\n",
    "\n",
    "    # extract the voltage\n",
    "    voltage = solution[\"Voltage [V]\"]\n",
    "    voltage_sol = voltage(time_in_seconds)\n",
    "\n",
    "    # calculate the difference between the two solution methods\n",
    "    end_index = min(len(time_in_seconds), len(comsol_time))\n",
    "    voltage_difference = np.abs(voltage_sol[0:end_index] - comsol_voltage[0:end_index])\n",
    "\n",
    "    # plot discharge curves and absolute voltage_difference\n",
    "    color = next(colors)[\"color\"]\n",
    "    discharge_curve.plot(\n",
    "        comsol_discharge_capacity, comsol_voltage, color=color, linestyle=\":\"\n",
    "    )\n",
    "    discharge_curve.plot(\n",
    "        discharge_capacity_sol,\n",
    "        voltage_sol,\n",
    "        color=color,\n",
    "        linestyle=\"-\",\n",
    "        label=f\"{C_rate} C\",\n",
    "    )\n",
    "    voltage_difference_plot.plot(\n",
    "        discharge_capacity_sol[0:end_index], voltage_difference, color=color\n",
    "    )\n",
    "\n",
    "discharge_curve.legend(loc=\"best\")\n",
    "plt.subplots_adjust(\n",
    "    top=0.92, bottom=0.08, left=0.10, right=0.95, hspace=0.25, wspace=0.35\n",
    ")\n",
    "plt.show()"
   ]
  },
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   "source": [
    "## References\n",
    "\n",
    "The relevant papers for this notebook are:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-09-16T18:29:54.229743Z",
     "start_time": "2023-09-16T18:29:54.225157Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n",
      "[2] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n",
      "[3] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n",
      "[4] Scott G. Marquis, Valentin Sulzer, Robert Timms, Colin P. Please, and S. Jon Chapman. An asymptotic derivation of a single particle model with electrolyte. Journal of The Electrochemical Society, 166(15):A3693–A3706, 2019. doi:10.1149/2.0341915jes.\n",
      "[5] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pybamm.print_citations()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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